Many studies have reported human-level accuracy (or better) for AI-powered algorithms performing a specific clinical task, such as detecting pathology. However, these results often fail to generalize to other scanners...
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Predicting the community structure in the time series, or snapshots, of a real-world graph in the future, is a pertinent challenge. this is motivated by the study of migration flow networks. the dataset is characteriz...
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Every year, diabetes causes health difficulties for hundreds of millions of individuals throughout the world. Patients' medical records may be utilized to quantify symptoms, physical characteristics, and clinical ...
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Parkinson's disease presents challenges in assessing severity, especially in older adults with dementia. this study introduces a novel approach using vision-based systems for gait analysis [1]. 2D human pose track...
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ISBN:
(数字)9798350351408
ISBN:
(纸本)9798350351415
Parkinson's disease presents challenges in assessing severity, especially in older adults with dementia. this study introduces a novel approach using vision-based systems for gait analysis [1]. 2D human pose tracking in video data from a dementia unit extracted gait features. Correlation between these features and parkinsonism severity, assessed by UPDRS, was observed [6]. Five machine learning algorithms were evaluated, with KNN demonstrating superior performance [9]. Random Forest and Extra Trees also performed well [10], while Logistic Regression faced challenges [11], [12]. XGBoost showed exceptional predictive ability [8]. the study underscores the effectiveness of these algorithms in non-invasively identifying gait abnormalities, particularly highlighting KNN's adeptness with high-dimensional features [9]. this research advances healthcare diagnostics by showcasing machine learning's potential in early detection and ongoing monitoring of neurodegenerative disorders, promising improved medical outcomes.
the proceedings contain 69 papers. the topics discussed include: one size does not fit all: multi-scale, cascaded RNNs for radar classi?cation;smart surface classi?cation for accessible routing through built environme...
ISBN:
(纸本)9781450370059
the proceedings contain 69 papers. the topics discussed include: one size does not fit all: multi-scale, cascaded RNNs for radar classi?cation;smart surface classi?cation for accessible routing through built environment - a crowd-sourced approach;city scale monitoring of on-street parking violations with street HAWK;HotorNot: leveraging mobile devices for ubiquitous temperature sensing;heterogeneous transfer learning for thermal comfort modeling;skin temperature extraction using facial landmark detection and thermal imaging for comfort assessment;and indoor path planning and decentralized access control in commercial buildings.
the increasing integration of artificial intelligence (AI) into critical sectors such as autonomous vehicles, healthcare, finance, and cybersecurity makes these systems prime targets for cyberattacks. AI systems, espe...
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the proceedings contain 485 papers. the topics discussed include: evaluating comprehensive development quality of a regional power grid by using an integrated multi-criteria decision-making methodology;impact of wind ...
the proceedings contain 485 papers. the topics discussed include: evaluating comprehensive development quality of a regional power grid by using an integrated multi-criteria decision-making methodology;impact of wind power grid connection and interline short circuit faults on power grid;research on intrusion detection method base on cloud computing;analysis and comparison of Monte Carlo tree search versus ACO algorithms in distribution of resources and environment;research on Ordos model based on sustainable development perspective;application study of self-made standard dust in atmospheric particulate monitor calibration device;advances in application of alginate lyase and its enzymatic hydrolysate;crop analysis based on MATLAB image enhancement technology;mathematical modeling and optimal operation condition analysis of heat pump two-effect direct contact membrane distillation system;and simulation analysis of the vibration isolation performance of elastic mounting bracket for hydraulic pipeline.
the proceedings contain 25 papers. the special focus in this conference is on Intelligent Human Computer Interaction. the topics include: computing with Words through Interval Type-2 Fuzzy Sets for Decision Making Env...
ISBN:
(纸本)9783030446888
the proceedings contain 25 papers. the special focus in this conference is on Intelligent Human Computer Interaction. the topics include: computing with Words through Interval Type-2 Fuzzy Sets for Decision Making Environment;RNN Based Language Generation Models for a Hindi Dialogue System;bengali Handwritten Character Classification Using Transfer Learning on Deep Convolutional Network;predicting Body Size Using Mirror Selfies;retinal Vessel Classification Using the Non-local Retinex Method;rule Generation of Cataract Patient Data Using Random Forest Algorithm;Yawn Detection for Driver’s Drowsiness Prediction Using Bi-Directional LSTM with CNN Features;robotic Intervention for Elderly - A Rehabilitation Aid for Better Living;ccaROS: A ROS Node for Cognitive Collaborative Architecture for an Intelligent Wheelchair;Monitoring Post-stroke Motor Rehabilitation Using EEG Analysis;IoT Monitoring of Water Consumption for Irrigation systems Using SEMMA Methodology;extracting Community Structure in Multi-relational Network via DeepWalk and Consensus Clustering;virtual-Reality Training Under Varying Degrees of Task Difficulty in a Complex Search-and-Shoot Scenario;Glyph Reader App: Multisensory Stimulation through ICT to Intervene Literacy Disorders in the Classroom;cyclon Language First Grade App: Technological Platform to Support the Construction of Citizen and Democratic Culture of Science, Technology and Innovation in Children and Youth Groups;Quadrotor Modeling and a PID Control Approach;wavelet Transform Selection Method for Biological Signal Treatment;Fuzzy Inference System for Classification of Electroencephalographic (EEG) Data;Empirical Mode Decomposition algorithms for Classification of Single-Channel EEG Manifesting McGurk Effect;abstractive Text Summarization Using Enhanced Attention Model;highlighted Word Encoding for Abstractive Text Summarization.
the proceedings contain 485 papers. the topics discussed include: evaluating comprehensive development quality of a regional power grid by using an integrated multi-criteria decision-making methodology;impact of wind ...
the proceedings contain 485 papers. the topics discussed include: evaluating comprehensive development quality of a regional power grid by using an integrated multi-criteria decision-making methodology;impact of wind power grid connection and interline short circuit faults on power grid;research on intrusion detection method base on cloud computing;analysis and comparison of Monte Carlo tree search versus ACO algorithms in distribution of resources and environment;research on Ordos model based on sustainable development perspective;application study of self-made standard dust in atmospheric particulate monitor calibration device;advances in application of alginate lyase and its enzymatic hydrolysate;crop analysis based on MATLAB image enhancement technology;mathematical modeling and optimal operation condition analysis of heat pump two-effect direct contact membrane distillation system;and simulation analysis of the vibration isolation performance of elastic mounting bracket for hydraulic pipeline.
the proceedings contain 485 papers. the topics discussed include: evaluating comprehensive development quality of a regional power grid by using an integrated multi-criteria decision-making methodology;impact of wind ...
the proceedings contain 485 papers. the topics discussed include: evaluating comprehensive development quality of a regional power grid by using an integrated multi-criteria decision-making methodology;impact of wind power grid connection and interline short circuit faults on power grid;research on intrusion detection method base on cloud computing;analysis and comparison of Monte Carlo tree search versus ACO algorithms in distribution of resources and environment;research on Ordos model based on sustainable development perspective;application study of self-made standard dust in atmospheric particulate monitor calibration device;advances in application of alginate lyase and its enzymatic hydrolysate;crop analysis based on MATLAB image enhancement technology;mathematical modeling and optimal operation condition analysis of heat pump two-effect direct contact membrane distillation system;and simulation analysis of the vibration isolation performance of elastic mounting bracket for hydraulic pipeline.
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